Multi-Label Classification

multilabel graph classification with highest result

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1176–1198 of 1198 papers

Title	Date	Tasks	Status
Multi-Label Contrastive Learning for Abstract Visual Reasoning	Dec 3, 2020	Contrastive LearningData Augmentation	CodeCode Available
Can Reasoning LLMs Enhance Clinical Document Classification?	Apr 10, 2025	ClassificationDocument Classification	CodeCode Available
Multi-label Dataless Text Classification with Topic Modeling	Nov 5, 2017	ClassificationGeneral Classification	CodeCode Available
Semi-supervised Multi-task Learning for Multi-label Fine-grained Sexism Classification	Dec 1, 2020	ClassificationMulti-Label Classification	CodeCode Available
Adversarial Extreme Multi-label Classification	Mar 5, 2018	ClassificationExtreme Multi-Label Classification	CodeCode Available
Deep Double Incomplete Multi-view Multi-label Learning with Incomplete Labels and Missing Views	Mar 23, 2023	ClassificationDecoder	CodeCode Available
Decoding Concerns: Multi-label Classification of Vaccine Sentiments in Social Media	Dec 17, 2023	Language ModelingLanguage Modelling	CodeCode Available
Automatic register identification for the open web using multilingual deep learning	Jun 28, 2024	AttributeMulti-Label Classification	CodeCode Available
Progressive Representation Adaptation for Weakly Supervised Object Localization	Oct 12, 2017	ClassificationGeneral Classification	CodeCode Available
An Integer Linear Programming Framework for Mining Constraints from Data	Jun 18, 2020	Multi-class ClassificationMulti-Label Classification	CodeCode Available
CrisisSense-LLM: Instruction Fine-Tuned Large Language Model for Multi-label Social Media Text Classification in Disaster Informatics	Jun 16, 2024	ClassificationInformativeness	CodeCode Available
Boosting Single Positive Multi-label Classification with Generalized Robust Loss	May 6, 2024	Missing LabelsMulti-Label Classification	CodeCode Available
Multi-Label Image Recognition with Graph Convolutional Networks	Apr 7, 2019	Long-tail LearningMulti-Label Classification	CodeCode Available
COVID-19 Tweets Analysis through Transformer Language Models	Feb 27, 2021	ManagementMulti-Label Classification	CodeCode Available
Weakly Supervised Convolutional Dictionary Learning for Multi-Label Classification	Mar 11, 2025	ClassificationDictionary Learning	CodeCode Available
Cost-Sensitive Reference Pair Encoding for Multi-Label Learning	Nov 29, 2016	Active LearningMulti-Label Classification	CodeCode Available
Tree-Based Dynamic Classifier Chains	Dec 13, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available
Multi-label Learning with Random Circular Vectors	Jul 8, 2024	Extreme Multi-Label ClassificationMulti-Label Classification	CodeCode Available
Multi-Label Logo Recognition and Retrieval based on Weighted Fusion of Neural Features	May 11, 2022	ClassificationImage Classification	CodeCode Available
AE-smnsMLC: Multi-Label Classification with Semantic Matching and Negative Label Sampling for Product Attribute Value Extraction	Oct 11, 2023	AttributeAttribute Value Extraction	CodeCode Available
Sewer-ML: A Multi-Label Sewer Defect Classification Dataset and Benchmark	Mar 19, 2021	ClassificationGeneral Classification	CodeCode Available
Adversarial Learning for Personalized Tag Recommendation	Apr 1, 2020	General Classificationimage-classification	CodeCode Available
pRSL: Interpretable Multi-label Stacking by Learning Probabilistic Rules	May 28, 2021	Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION	CodeCode Available

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All datasets CheXpert MS-COCO PASCAL VOC 2007 NUS-WIDE ChestX-ray14 OpenImages-v6 PASCAL VOC 2012 MLRSNet MRNet MIMIC-CXR

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	CFT (ensemble) Macao Polytechnic University	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
2	Hierarchical-Learning-V1 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
3	DeepAUC-v1	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
4	Conditional-Training-LSR	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
5	Hierarchical-Learning-V4 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
6	YWW(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
7	Hierarchical-Learning-V0 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
8	Conditional-Training-LSR-V1	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
9	DeepCNNsGM(ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified
10	Multi-Stage-Learning-CNN-V3 (ensemble)	AVERAGE AUC ON 14 LABEL	0.93	—	Unverified